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ResearchFormerly WizWand

Image Classification on CIFAR100 (AUC Metric)

99.6AUCLiteGuard
49.1662.25575.3588.445Mar 26, 2026
Updated 7mo ago

Evaluation results

MethodLinks
LiteGuardBackbone=CNN, Obfuscation Technique=Finetuning2026.0399.6
ADVTRABackbone=CNN, Obfuscation Technique=Finetuning2026.0399.3
IPGuardBackbone=CNN, Obfuscation Technique=Finetuning2026.0399
LiteGuardBackbone=CNN, Obfuscation Technique=N-finetune2026.0398.6
LiteGuardBackbone=CNN, Obfuscation Technique=A-finetune2026.0398
LiteGuardBackbone=CNN, Obfuscation Technique=P-finetune2026.0397.5
LiteGuardBackbone=CNN, Obfuscation Technique=Pruning2026.0395.5
UAPBackbone=CNN, Obfuscation Technique=Finetuning2026.0390.3
ADVTRABackbone=CNN, Obfuscation Technique=P-finetune2026.0389.7
ADVTRABackbone=CNN, Obfuscation Technique=Pruning2026.0388.7
ADVTRABackbone=CNN, Obfuscation Technique=A-finetune2026.0386.9
ADVTRABackbone=CNN, Obfuscation Technique=KD2026.0381.6
LiteGuardBackbone=CNN, Obfuscation Technique=KD2026.0378.6
UAPBackbone=CNN, Obfuscation Technique=A-finetune2026.0378
MetaVBackbone=CNN, Obfuscation Technique=Finetuning2026.0377.6
UAPBackbone=CNN, Obfuscation Technique=P-finetune2026.0375.2
IPGuardBackbone=CNN, Obfuscation Technique=Pruning2026.0374.2
UAPBackbone=CNN, Obfuscation Technique=Pruning2026.0373.1
MetaVBackbone=CNN, Obfuscation Technique=Pruning2026.0372.8
ADVTRABackbone=CNN, Obfuscation Technique=N-finetune2026.0372.6
IPGuardBackbone=CNN, Obfuscation Technique=N-finetune2026.0372
MetaVBackbone=CNN, Obfuscation Technique=N-finetune2026.0370.7
UAPBackbone=CNN, Obfuscation Technique=KD2026.0370.3
MetaVBackbone=CNN, Obfuscation Technique=P-finetune2026.0368.1
IPGuardBackbone=CNN, Obfuscation Technique=P-finetune2026.0365.3
UAPBackbone=CNN, Obfuscation Technique=N-finetune2026.0364.2
MetaVBackbone=CNN, Obfuscation Technique=KD2026.0360.3
IPGuardBackbone=CNN, Obfuscation Technique=KD2026.0358.1
IPGuardBackbone=CNN, Obfuscation Technique=A-finetune2026.0356.1
MetaVBackbone=CNN, Obfuscation Technique=A-finetune2026.0351.1